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second-state/WizardCoder-Python-7B-v1.0-GGUF

sourceHugging Facellama2updated 3y agoView on Hugging Face
2likes779downloads
Model Card

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WizardCoder-Python-7B-v1.0-GGUF

Original Model

WizardLM/WizardCoder-Python-7b-V1.0

Run with LlamaEdge

  • —LlamaEdge version: v0.2.8 and above
  • —Prompt template
  • —Prompt type: wizard-coder
  • —Prompt string
text
    Below is an instruction that describes a task. Write a response that appropriately completes the request.

    \### Instruction:
    {instruction}

    \### Response:

Note that the \ character is used to escape the ### in the prompt string. Remove it in the practical use.

  • —Context size: 4096
  • —Run as LlamaEdge service
bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:WizardCoder-Python-7B-V1.0-Q5_K_M.gguf llama-api-server.wasm -p wizard-coder
  • —Run as LlamaEdge command app
bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:WizardCoder-Python-7B-V1.0-Q5_K_M.gguf llama-chat.wasm -p wizard-coder -s 'Below is an instruction that describes a task. Write a response that appropriately completes the request.'

Quantized GGUF Models

NameQuant methodBitsSizeUse case
WizardCoder-Python-7B-V1.0-Q2_K.ggufQ2_K22.53 GBsmallest, significant quality loss - not recommended for most purposes
WizardCoder-Python-7B-V1.0-Q3_K_L.ggufQ3KL33.60 GBsmall, substantial quality loss
WizardCoder-Python-7B-V1.0-Q3_K_M.ggufQ3KM33.30 GBvery small, high quality loss
WizardCoder-Python-7B-V1.0-Q3_K_S.ggufQ3KS32.95 GBvery small, high quality loss
WizardCoder-Python-7B-V1.0-Q4_0.ggufQ4_043.83 GBlegacy; small, very high quality loss - prefer using Q3KM
WizardCoder-Python-7B-V1.0-Q4_K_M.ggufQ4KM44.08 GBmedium, balanced quality - recommended
WizardCoder-Python-7B-V1.0-Q4_K_S.ggufQ4KS43.86 GBsmall, greater quality loss
WizardCoder-Python-7B-V1.0-Q5_0.ggufQ5_054.65 GBlegacy; medium, balanced quality - prefer using Q4KM
WizardCoder-Python-7B-V1.0-Q5_K_M.ggufQ5KM54.78 GBlarge, very low quality loss - recommended
WizardCoder-Python-7B-V1.0-Q5_K_S.ggufQ5KS54.65 GBlarge, low quality loss - recommended
WizardCoder-Python-7B-V1.0-Q6_K.ggufQ6_K65.53 GBvery large, extremely low quality loss
WizardCoder-Python-7B-V1.0-Q8_0.ggufQ8_087.16 GBvery large, extremely low quality loss - not recommended